ESP32 now publishes on broker
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rpi/training/result/corners-training/BoxF1_curve.png
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rpi/training/result/corners-training/BoxPR_curve.png
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rpi/training/result/corners-training/BoxR_curve.png
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rpi/training/result/corners-training/PoseF1_curve.png
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rpi/training/result/corners-training/PosePR_curve.png
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rpi/training/result/corners-training/PoseP_curve.png
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rpi/training/result/corners-training/PoseR_curve.png
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106
rpi/training/result/corners-training/args.yaml
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|
||||
task: pose
|
||||
mode: train
|
||||
model: models/yolo11n-pose.pt
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||||
data: ./datasets/corners/data.yaml
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||||
epochs: 150
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||||
time: null
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||||
patience: 20
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batch: 12
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imgsz: 640
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save: true
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save_period: 25
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||||
cache: false
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device: '0'
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workers: 8
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project: result
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||||
name: corners-training
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exist_ok: true
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pretrained: true
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optimizer: auto
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verbose: true
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seed: 0
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deterministic: true
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single_cls: false
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close_mosaic: 10
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amp: true
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profile: false
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freeze: null
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multi_scale: false
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compile: false
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overlap_mask: true
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mask_ratio: 4
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dropout: 0.0
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val: true
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split: val
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save_json: false
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conf: null
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iou: 0.7
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max_det: 300
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half: false
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dnn: false
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plots: true
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source: null
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vid_stride: 1
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stream_buffer: false
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visualize: false
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augment: false
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agnostic_nms: false
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classes: null
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embed: null
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save_txt: false
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show_labels: true
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show_conf: true
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show_boxes: true
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line_width: null
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format: torchscript
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keras: false
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optimize: false
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int8: false
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dynamic: false
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simplify: true
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opset: null
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workspace: null
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nms: false
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lr0: 0.01
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lrf: 0.01
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momentum: 0.937
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weight_decay: 0.0005
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warmup_epochs: 3.0
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warmup_momentum: 0.8
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warmup_bias_lr: 0.1
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box: 7.5
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cls: 0.5
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dfl: 1.5
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pose: 12.0
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kobj: 1.0
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nbs: 64
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hsv_h: 0.015
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hsv_s: 0.7
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hsv_v: 0.4
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degrees: 0.0
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translate: 0.1
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scale: 0.5
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shear: 0.0
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perspective: 0.0
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flipud: 0.0
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fliplr: 0.5
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bgr: 0.0
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mosaic: 1.0
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mixup: 0.0
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cutmix: 0.0
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copy_paste: 0.0
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copy_paste_mode: flip
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auto_augment: randaugment
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erasing: 0.4
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cfg: null
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tracker: botsort.yaml
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save_dir: C:\Users\Laurent\Desktop\board-mate\rpi\training\result\corners-training
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||||
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rpi/training/result/corners-training/confusion_matrix.png
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rpi/training/result/corners-training/labels.jpg
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123
rpi/training/result/corners-training/results.csv
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epoch,time,train/box_loss,train/pose_loss,train/kobj_loss,train/cls_loss,train/dfl_loss,metrics/precision(B),metrics/recall(B),metrics/mAP50(B),metrics/mAP50-95(B),metrics/precision(P),metrics/recall(P),metrics/mAP50(P),metrics/mAP50-95(P),val/box_loss,val/pose_loss,val/kobj_loss,val/cls_loss,val/dfl_loss,lr/pg0,lr/pg1,lr/pg2
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|
||||
51,1993.55,0.23827,0.29298,0.11593,0.1822,0.94408,0.99938,1,0.995,0.97526,0.96387,0.96447,0.97424,0.93482,0.31133,0.4847,0.0533,0.15991,0.72714,0.00134,0.00134,0.00134
|
||||
52,2030.55,0.23563,0.28018,0.11237,0.18133,0.94868,0.99983,1,0.995,0.97096,0.97699,0.97716,0.98402,0.96395,0.31517,0.44986,0.07793,0.20216,0.74575,0.0013268,0.0013268,0.0013268
|
||||
53,2066.75,0.23384,0.29695,0.11892,0.1789,0.94541,0.99984,1,0.995,0.97256,0.95927,0.95939,0.97009,0.79479,0.26033,1.10111,0.12698,0.1648,0.69885,0.0013136,0.0013136,0.0013136
|
||||
54,2102.91,0.23152,0.2776,0.11114,0.18141,0.94411,0.99982,1,0.995,0.97631,0.97198,0.97208,0.97655,0.95527,0.3197,0.43438,0.03767,0.3008,0.73837,0.0013004,0.0013004,0.0013004
|
||||
55,2138.82,0.23046,0.26741,0.10828,0.17577,0.94546,0.99985,1,0.995,0.98041,0.98209,0.98223,0.98877,0.96507,0.2604,0.35929,0.04404,0.16826,0.69072,0.0012872,0.0012872,0.0012872
|
||||
56,2174.67,0.22749,0.26357,0.10458,0.17443,0.94552,0.99975,1,0.995,0.97582,0.97692,0.97716,0.98358,0.94576,0.27214,0.35448,0.29325,0.15032,0.69325,0.001274,0.001274,0.001274
|
||||
57,2210.82,0.22765,0.24893,0.10514,0.17317,0.94568,0.99984,1,0.995,0.97058,0.97701,0.97716,0.98411,0.95634,0.2492,0.34523,0.04154,0.14017,0.65436,0.0012608,0.0012608,0.0012608
|
||||
58,2247.23,0.22911,0.25326,0.09969,0.17453,0.94687,0.99984,1,0.995,0.96941,0.94401,0.94416,0.93237,0.80447,0.29883,0.53882,0.09426,0.15442,0.70813,0.0012476,0.0012476,0.0012476
|
||||
59,2283.26,0.22888,0.26267,0.09782,0.17675,0.94686,0.99978,1,0.995,0.96272,0.99475,0.99492,0.99497,0.93516,0.26397,0.43593,0.04185,0.16742,0.68021,0.0012344,0.0012344,0.0012344
|
||||
60,2318.97,0.23292,0.25173,0.09804,0.17627,0.94668,0.99981,1,0.995,0.97242,0.97951,0.9797,0.98016,0.94961,0.27568,0.35899,0.0853,0.1925,0.70429,0.0012212,0.0012212,0.0012212
|
||||
61,2356.26,0.22807,0.24696,0.10027,0.17422,0.94721,0.99983,1,0.995,0.9662,0.97953,0.9797,0.97445,0.93525,0.23848,0.40063,0.07996,0.16476,0.66578,0.001208,0.001208,0.001208
|
||||
62,2392.87,0.22747,0.2581,0.10249,0.17503,0.95321,0.9996,1,0.995,0.97074,0.9793,0.9797,0.97513,0.94557,0.26975,0.39598,0.05737,0.15921,0.68649,0.0011948,0.0011948,0.0011948
|
||||
63,2428.91,0.22766,0.24132,0.09611,0.17477,0.94303,0.99971,1,0.995,0.96235,0.97941,0.9797,0.97348,0.93612,0.2428,0.35819,0.039,0.15311,0.66118,0.0011816,0.0011816,0.0011816
|
||||
64,2465.95,0.22517,0.21765,0.09105,0.17103,0.94599,0.9998,1,0.995,0.96668,0.98457,0.98477,0.9841,0.94901,0.2771,0.36874,0.06648,0.15681,0.67964,0.0011684,0.0011684,0.0011684
|
||||
65,2503.83,0.22064,0.21802,0.09219,0.1702,0.9411,0.99979,1,0.995,0.97612,0.96442,0.96447,0.96162,0.91155,0.24653,0.68639,0.14368,0.18795,0.66392,0.0011552,0.0011552,0.0011552
|
||||
66,2541.56,0.22615,0.23008,0.09458,0.17335,0.94477,0.99964,1,0.995,0.9735,0.98188,0.98223,0.98454,0.91693,0.29998,0.56021,0.03456,0.16208,0.7394,0.001142,0.001142,0.001142
|
||||
67,2579.34,0.21895,0.22134,0.09177,0.17007,0.9393,0.9998,1,0.995,0.96791,0.98965,0.98985,0.98513,0.95475,0.29002,0.41934,0.04548,0.19376,0.70637,0.0011288,0.0011288,0.0011288
|
||||
68,2615.21,0.21973,0.1919,0.08678,0.1709,0.93963,0.99978,1,0.995,0.96724,0.98202,0.98223,0.98349,0.90306,0.26922,0.61318,0.10111,0.20667,0.69965,0.0011156,0.0011156,0.0011156
|
||||
69,2650.96,0.2166,0.22402,0.0907,0.16562,0.93782,0.99982,1,0.995,0.97324,0.97191,0.97208,0.98134,0.94279,0.28298,0.46992,0.04373,0.21881,0.71916,0.0011024,0.0011024,0.0011024
|
||||
70,2686.79,0.21906,0.20668,0.08299,0.16491,0.93901,0.99965,1,0.995,0.96212,0.98442,0.98477,0.98336,0.96374,0.26579,0.35204,0.08746,0.16889,0.68702,0.0010892,0.0010892,0.0010892
|
||||
71,2724.45,0.21016,0.19774,0.08291,0.1634,0.93385,0.9997,1,0.995,0.96475,0.98198,0.98223,0.98332,0.94531,0.27078,0.51252,0.04689,0.18894,0.70118,0.001076,0.001076,0.001076
|
||||
72,2760.19,0.2149,0.20865,0.08638,0.16158,0.9367,0.99985,1,0.995,0.97249,0.98722,0.98731,0.99049,0.97898,0.28486,0.2826,0.03408,0.18064,0.71769,0.0010628,0.0010628,0.0010628
|
||||
73,2795.77,0.21372,0.18585,0.07757,0.16098,0.93502,0.99985,1,0.995,0.96926,0.98463,0.98477,0.98439,0.96686,0.23842,0.32887,0.03542,0.16675,0.67708,0.0010496,0.0010496,0.0010496
|
||||
74,2832.16,0.21219,0.19808,0.08108,0.16174,0.93811,0.99981,1,0.995,0.97396,0.98204,0.98223,0.98686,0.96267,0.25053,0.38738,0.04021,0.16226,0.66394,0.0010364,0.0010364,0.0010364
|
||||
75,2884.25,0.21154,0.17501,0.07794,0.16458,0.93535,0.99984,1,0.995,0.96454,0.98212,0.98223,0.98262,0.94393,0.26803,0.44257,0.0566,0.1929,0.70009,0.0010232,0.0010232,0.0010232
|
||||
76,2944.97,0.21228,0.19711,0.08138,0.16737,0.93377,0.99983,1,0.995,0.96646,0.98715,0.98731,0.98447,0.92461,0.24225,0.41607,0.0348,0.16097,0.67341,0.00101,0.00101,0.00101
|
||||
77,3008.25,0.2151,0.1833,0.07709,0.16469,0.9407,0.99973,1,0.995,0.96418,0.98196,0.98223,0.98366,0.93001,0.2628,0.46921,0.09878,0.17788,0.70491,0.0009968,0.0009968,0.0009968
|
||||
78,3049.31,0.21425,0.18755,0.07687,0.1605,0.93539,0.99822,1,0.995,0.96739,0.98056,0.98223,0.98358,0.90628,0.26047,0.53634,0.05729,0.17455,0.68519,0.0009836,0.0009836,0.0009836
|
||||
79,3087.06,0.20793,0.1773,0.0746,0.16126,0.9352,0.99975,1,0.995,0.96655,0.98199,0.98223,0.98287,0.91938,0.29016,0.47211,0.05869,0.18346,0.7069,0.0009704,0.0009704,0.0009704
|
||||
80,3124.02,0.20848,0.17801,0.0768,0.16115,0.93479,0.99979,1,0.995,0.96672,0.9715,0.96701,0.97093,0.96037,0.28392,0.54634,0.09783,0.17891,0.71633,0.0009572,0.0009572,0.0009572
|
||||
81,3160.53,0.2073,0.16688,0.07229,0.15915,0.93552,0.99956,1,0.995,0.96926,0.97164,0.97208,0.97233,0.91555,0.26665,0.54827,0.0452,0.18538,0.69744,0.000944,0.000944,0.000944
|
||||
82,3197.02,0.2093,0.16428,0.06873,0.15987,0.93266,0.99981,1,0.995,0.97185,0.98458,0.98477,0.98373,0.95155,0.24957,0.33346,0.0599,0.14366,0.66852,0.0009308,0.0009308,0.0009308
|
||||
83,3233.19,0.20772,0.15941,0.07021,0.16025,0.93347,0.99975,1,0.995,0.96732,0.96675,0.96701,0.96219,0.9355,0.27792,0.42357,0.03927,0.16484,0.70684,0.0009176,0.0009176,0.0009176
|
||||
84,3269.31,0.20127,0.16847,0.06499,0.15542,0.93088,0.99971,1,0.995,0.96479,0.97434,0.97462,0.9718,0.951,0.25128,0.35881,0.03472,0.16965,0.67475,0.0009044,0.0009044,0.0009044
|
||||
85,3305.8,0.20216,0.15587,0.06895,0.15625,0.9334,0.99963,1,0.995,0.96885,0.97172,0.97208,0.97419,0.95291,0.26132,0.37446,0.03852,0.15243,0.69368,0.0008912,0.0008912,0.0008912
|
||||
86,3344.2,0.20354,0.16737,0.07149,0.15566,0.9329,0.99929,1,0.995,0.96572,0.97644,0.97716,0.9739,0.94227,0.2245,0.34752,0.03232,0.1351,0.65493,0.000878,0.000878,0.000878
|
||||
87,3389.15,0.20533,0.1604,0.06719,0.15668,0.9326,0.99941,1,0.995,0.9638,0.97929,0.9797,0.97424,0.93558,0.22373,0.34606,0.03417,0.13217,0.64715,0.0008648,0.0008648,0.0008648
|
||||
88,3438.25,0.20257,0.15615,0.06746,0.15741,0.93127,0.99979,1,0.995,0.96633,0.98203,0.98223,0.98305,0.93607,0.25572,0.38356,0.03464,0.17148,0.69273,0.0008516,0.0008516,0.0008516
|
||||
89,3499.91,0.20039,0.13643,0.06695,0.15308,0.93165,0.99985,1,0.995,0.96586,0.97447,0.97462,0.97358,0.85146,0.23551,0.44653,0.03699,0.13512,0.66228,0.0008384,0.0008384,0.0008384
|
||||
90,3561.09,0.20274,0.15695,0.06701,0.15267,0.93225,0.99983,1,0.995,0.96748,0.97446,0.97462,0.97583,0.89462,0.2269,0.41481,0.03757,0.16208,0.67632,0.0008252,0.0008252,0.0008252
|
||||
91,3618.14,0.19302,0.14341,0.06578,0.14975,0.92917,0.99985,1,0.995,0.97232,0.97448,0.97462,0.9762,0.97089,0.23752,0.2991,0.03227,0.16581,0.72065,0.000812,0.000812,0.000812
|
||||
92,3654.23,0.20038,0.15799,0.0652,0.15218,0.9318,0.99984,1,0.995,0.97259,0.98207,0.98223,0.98726,0.98131,0.21235,0.2616,0.04773,0.12781,0.64291,0.0007988,0.0007988,0.0007988
|
||||
93,3689.65,0.19023,0.13662,0.06122,0.14574,0.92551,0.99981,1,0.995,0.97527,0.97951,0.9797,0.98493,0.97308,0.2032,0.29249,0.03368,0.14232,0.63621,0.0007856,0.0007856,0.0007856
|
||||
94,3724.7,0.19616,0.13415,0.05921,0.14865,0.93075,0.99984,1,0.995,0.97642,0.98208,0.98223,0.987,0.97595,0.21629,0.30119,0.03241,0.14311,0.64116,0.0007724,0.0007724,0.0007724
|
||||
95,3759.63,0.20054,0.13043,0.06445,0.15849,0.93305,0.99982,1,0.995,0.97745,0.97699,0.97716,0.98311,0.94879,0.23807,0.39694,0.03499,0.17089,0.65597,0.0007592,0.0007592,0.0007592
|
||||
96,3797.99,0.20053,0.14308,0.06001,0.15525,0.92858,0.99964,1,0.995,0.9757,0.97681,0.97716,0.98337,0.94553,0.20586,0.39662,0.03853,0.11513,0.63758,0.000746,0.000746,0.000746
|
||||
97,3834.19,0.19415,0.13198,0.06327,0.15219,0.9291,0.99978,1,0.995,0.97892,0.98202,0.98223,0.98701,0.92947,0.21512,0.38049,0.03895,0.12492,0.64288,0.0007328,0.0007328,0.0007328
|
||||
98,3869.36,0.19769,0.13726,0.05792,0.1582,0.93047,0.99983,1,0.995,0.97584,0.97954,0.9797,0.98502,0.96447,0.29181,0.43827,0.04533,0.25325,0.69339,0.0007196,0.0007196,0.0007196
|
||||
99,3905.48,0.1931,0.14005,0.05879,0.14691,0.92704,0.9998,1,0.995,0.97531,0.9795,0.9797,0.98592,0.97457,0.25615,0.35473,0.05087,0.19319,0.67247,0.0007064,0.0007064,0.0007064
|
||||
100,3941.48,0.19669,0.13246,0.05929,0.15339,0.92856,0.99981,1,0.995,0.96973,0.97951,0.9797,0.97536,0.9677,0.29806,0.33783,0.0409,0.17006,0.71805,0.0006932,0.0006932,0.0006932
|
||||
101,3977.45,0.19787,0.12413,0.05634,0.14962,0.92788,0.99972,1,0.995,0.97416,0.9845,0.98477,0.98513,0.97464,0.27688,0.29723,0.03804,0.1582,0.69637,0.00068,0.00068,0.00068
|
||||
102,4013.43,0.19365,0.12164,0.05403,0.14708,0.92507,0.99973,1,0.995,0.97829,0.98704,0.98731,0.98973,0.98363,0.22145,0.23119,0.03078,0.11484,0.63888,0.0006668,0.0006668,0.0006668
|
||||
103,4049.86,0.18922,0.12249,0.0541,0.14511,0.92592,0.9996,1,0.995,0.97635,0.98184,0.98223,0.98645,0.98314,0.22662,0.25381,0.03791,0.12071,0.64712,0.0006536,0.0006536,0.0006536
|
||||
104,4085.9,0.19198,0.12236,0.05401,0.14777,0.9304,0.9998,1,0.995,0.97503,0.9795,0.9797,0.98496,0.98162,0.27936,0.26264,0.05589,0.1843,0.72599,0.0006404,0.0006404,0.0006404
|
||||
105,4121.83,0.18681,0.11665,0.05452,0.14126,0.92572,0.99984,1,0.995,0.97532,0.98461,0.98477,0.98821,0.98357,0.23599,0.21897,0.03495,0.12562,0.65805,0.0006272,0.0006272,0.0006272
|
||||
106,4159.34,0.18931,0.12302,0.05285,0.14246,0.92584,0.99982,1,0.995,0.97722,0.98205,0.98223,0.98684,0.97835,0.25876,0.29638,0.03407,0.16049,0.6784,0.000614,0.000614,0.000614
|
||||
107,4195.74,0.18796,0.11484,0.05041,0.14362,0.9265,0.99979,1,0.995,0.96935,0.97949,0.9797,0.97924,0.95248,0.24025,0.2878,0.02369,0.13361,0.65578,0.0006008,0.0006008,0.0006008
|
||||
108,4231.54,0.18757,0.11764,0.05198,0.14475,0.92646,0.9998,1,0.995,0.96933,0.98204,0.98223,0.98245,0.93037,0.27001,0.40162,0.03723,0.17234,0.70029,0.0005876,0.0005876,0.0005876
|
||||
109,4267.56,0.19175,0.11254,0.05275,0.145,0.9276,0.99983,1,0.995,0.97396,0.98207,0.98223,0.98434,0.93374,0.25562,0.4719,0.02845,0.15375,0.68166,0.0005744,0.0005744,0.0005744
|
||||
110,4303.6,0.18424,0.11282,0.05199,0.14493,0.92974,0.99984,1,0.995,0.97399,0.98461,0.98477,0.98563,0.92607,0.24741,0.53219,0.03147,0.15061,0.67807,0.0005612,0.0005612,0.0005612
|
||||
111,4339.91,0.18773,0.10936,0.05228,0.14673,0.92905,0.99983,1,0.995,0.97165,0.9846,0.98477,0.98355,0.91287,0.24123,0.47352,0.0301,0.15751,0.67074,0.000548,0.000548,0.000548
|
||||
112,4376.47,0.18008,0.10368,0.05034,0.13864,0.92094,0.99979,1,0.995,0.97363,0.98202,0.98223,0.98648,0.95041,0.25188,0.48111,0.02839,0.14908,0.67927,0.0005348,0.0005348,0.0005348
|
||||
113,4413.13,0.18541,0.122,0.0518,0.14829,0.9254,0.99976,1,0.995,0.96913,0.982,0.98223,0.98294,0.95892,0.246,0.32916,0.02569,0.15708,0.67047,0.0005216,0.0005216,0.0005216
|
||||
114,4449.44,0.17684,0.10055,0.04513,0.13459,0.9226,0.99979,1,0.995,0.97342,0.98203,0.98223,0.98619,0.9794,0.2232,0.25121,0.02916,0.12833,0.64652,0.0005084,0.0005084,0.0005084
|
||||
115,4485.77,0.17897,0.09904,0.04583,0.13773,0.92376,0.9998,1,0.995,0.9742,0.98458,0.98477,0.98789,0.97447,0.26093,0.31745,0.03068,0.19056,0.67449,0.0004952,0.0004952,0.0004952
|
||||
116,4522.97,0.17672,0.10152,0.04676,0.13291,0.91946,0.99982,1,0.995,0.97666,0.98713,0.98731,0.98997,0.97642,0.23816,0.29252,0.0356,0.14726,0.65811,0.000482,0.000482,0.000482
|
||||
117,4559.69,0.17613,0.10321,0.04537,0.13302,0.92168,0.99984,1,0.995,0.97696,0.98715,0.98731,0.98983,0.97863,0.24862,0.28556,0.03062,0.15368,0.67233,0.0004688,0.0004688,0.0004688
|
||||
118,4596.34,0.17646,0.10323,0.04861,0.13363,0.91883,0.99985,1,0.995,0.9785,0.98716,0.98731,0.98994,0.97648,0.23669,0.2839,0.02463,0.14847,0.66231,0.0004556,0.0004556,0.0004556
|
||||
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106
rpi/training/result/edges-nano/args.yaml
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|
||||
task: segment
|
||||
mode: train
|
||||
model: models/yolo11n-seg.pt
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||||
data: ./datasets/edges/data.yaml
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||||
epochs: 150
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time: null
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patience: 20
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imgsz: 640
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||||
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name: edges-nano
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iou: 0.7
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||||
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||||
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box: 7.5
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nbs: 64
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hsv_v: 0.4
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||||
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|
||||
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||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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mixup: 0.0
|
||||
cutmix: 0.0
|
||||
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|
||||
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|
||||
auto_augment: randaugment
|
||||
erasing: 0.4
|
||||
cfg: null
|
||||
tracker: botsort.yaml
|
||||
save_dir: C:\Users\Laurent\Desktop\board-mate\rpi\training\result\edges-nano
|
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|
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|
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117
rpi/training/result/edges-nano/results.csv
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|
||||
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||||
43,4482.65,0.26356,0.27833,0.20689,0.8846,0.98664,0.99043,0.99348,0.98706,0.98491,0.9887,0.99285,0.98634,0.15905,0.21222,0.14651,0.80541,0.007228,0.007228,0.007228
|
||||
44,4587.38,0.26245,0.2721,0.20489,0.88247,0.9794,0.99242,0.99279,0.98484,0.97855,0.99155,0.99227,0.98563,0.15991,0.20451,0.1494,0.8079,0.007162,0.007162,0.007162
|
||||
45,4720.87,0.26093,0.27546,0.20192,0.88395,0.98712,0.98435,0.99327,0.9859,0.98538,0.98261,0.99286,0.98608,0.15651,0.20262,0.14215,0.80211,0.007096,0.007096,0.007096
|
||||
46,4836.26,0.25691,0.27387,0.19994,0.8795,0.97768,0.99038,0.99316,0.98708,0.97682,0.98951,0.9927,0.98675,0.14856,0.20668,0.13947,0.79501,0.00703,0.00703,0.00703
|
||||
47,4937.59,0.26141,0.27651,0.20042,0.8849,0.98872,0.99067,0.99365,0.98785,0.98785,0.9898,0.99308,0.98787,0.15137,0.20431,0.13473,0.80331,0.006964,0.006964,0.006964
|
||||
48,5076.53,0.25335,0.26878,0.19769,0.8797,0.98691,0.98957,0.99366,0.98749,0.98604,0.9887,0.99322,0.98674,0.1512,0.20275,0.13833,0.7981,0.006898,0.006898,0.006898
|
||||
49,5221.15,0.25461,0.26933,0.19551,0.8829,0.99032,0.97891,0.99312,0.9857,0.98944,0.97804,0.99217,0.98494,0.15005,0.20016,0.13982,0.79806,0.006832,0.006832,0.006832
|
||||
50,5347.85,0.25388,0.26372,0.20132,0.88001,0.98603,0.98609,0.99279,0.98544,0.98436,0.98529,0.99222,0.98599,0.16602,0.19515,0.16115,0.81139,0.006766,0.006766,0.006766
|
||||
51,5446.41,0.25017,0.26252,0.19767,0.88037,0.98386,0.98957,0.9935,0.98808,0.98299,0.9887,0.99301,0.98793,0.14872,0.19888,0.14064,0.79716,0.0067,0.0067,0.0067
|
||||
52,5546.74,0.24902,0.26676,0.19416,0.88038,0.98597,0.98696,0.99361,0.98833,0.9851,0.98609,0.99294,0.98854,0.1473,0.19526,0.13054,0.79453,0.006634,0.006634,0.006634
|
||||
53,5648.25,0.25061,0.26463,0.19772,0.87817,0.98249,0.98957,0.99353,0.98846,0.98163,0.9887,0.9931,0.98846,0.14946,0.1953,0.13429,0.79606,0.006568,0.006568,0.006568
|
||||
54,5748.43,0.24758,0.26677,0.19111,0.87727,0.98957,0.99015,0.99375,0.98856,0.9887,0.98928,0.99343,0.98851,0.14773,0.19844,0.13145,0.79443,0.006502,0.006502,0.006502
|
||||
55,5847.71,0.24924,0.26486,0.19337,0.87963,0.99035,0.98696,0.99349,0.98674,0.98948,0.98609,0.99286,0.98746,0.14658,0.19858,0.13049,0.79657,0.006436,0.006436,0.006436
|
||||
56,5948.91,0.24522,0.2614,0.18804,0.8765,0.98634,0.98783,0.99357,0.98774,0.98547,0.98696,0.99312,0.98804,0.14555,0.19767,0.12854,0.79345,0.00637,0.00637,0.00637
|
||||
57,6046.81,0.24461,0.25488,0.1877,0.87849,0.99018,0.98522,0.99339,0.98798,0.98931,0.98435,0.99276,0.98708,0.14312,0.19874,0.12753,0.79348,0.006304,0.006304,0.006304
|
||||
58,6146.2,0.24441,0.26141,0.18825,0.8783,0.98528,0.98965,0.99346,0.98791,0.98442,0.98878,0.99271,0.98708,0.14057,0.19596,0.12326,0.79345,0.006238,0.006238,0.006238
|
||||
59,6246.06,0.23959,0.2483,0.18563,0.87405,0.9876,0.9913,0.99345,0.98837,0.98673,0.99043,0.99292,0.98837,0.13775,0.19224,0.12165,0.79272,0.006172,0.006172,0.006172
|
||||
60,6346.47,0.23885,0.25093,0.18315,0.8762,0.99046,0.98783,0.99346,0.98739,0.98959,0.98696,0.99309,0.98757,0.13777,0.19455,0.12347,0.79413,0.006106,0.006106,0.006106
|
||||
61,6445.7,0.24102,0.25811,0.18485,0.87531,0.98787,0.99043,0.99375,0.98854,0.987,0.98957,0.99333,0.98913,0.13641,0.19321,0.11934,0.79002,0.00604,0.00604,0.00604
|
||||
62,6546.68,0.23896,0.25377,0.1834,0.87567,0.99111,0.9913,0.99379,0.98876,0.99024,0.99043,0.99335,0.98931,0.13539,0.19097,0.11847,0.79166,0.005974,0.005974,0.005974
|
||||
63,6646.1,0.23742,0.24918,0.18155,0.87494,0.98927,0.9913,0.99385,0.9888,0.9884,0.99043,0.99369,0.98909,0.13428,0.19132,0.11804,0.79076,0.005908,0.005908,0.005908
|
||||
64,6746.41,0.23531,0.24925,0.18051,0.87635,0.99061,0.9887,0.99377,0.98918,0.98974,0.98783,0.99358,0.98915,0.1357,0.19201,0.11777,0.79173,0.005842,0.005842,0.005842
|
||||
65,6845.24,0.23575,0.25051,0.17938,0.87435,0.99169,0.98783,0.99377,0.99001,0.99081,0.98696,0.99322,0.98949,0.13505,0.19327,0.11525,0.79065,0.005776,0.005776,0.005776
|
||||
66,6945.39,0.23063,0.24356,0.17718,0.87477,0.99355,0.98696,0.99359,0.99022,0.99268,0.98609,0.9932,0.98921,0.13243,0.19537,0.11622,0.7896,0.00571,0.00571,0.00571
|
||||
67,7045.89,0.23135,0.24419,0.17955,0.87322,0.99226,0.98522,0.99366,0.99024,0.99138,0.98435,0.9931,0.9895,0.13099,0.19336,0.11721,0.78831,0.005644,0.005644,0.005644
|
||||
68,7145.09,0.23057,0.24131,0.17753,0.87449,0.9912,0.9913,0.99393,0.98994,0.99033,0.99043,0.99333,0.98966,0.13016,0.19263,0.11315,0.78685,0.005578,0.005578,0.005578
|
||||
69,7241.54,0.23138,0.24037,0.1771,0.87235,0.99295,0.98783,0.99399,0.99037,0.99208,0.98696,0.99352,0.98936,0.12992,0.19553,0.11402,0.78607,0.005512,0.005512,0.005512
|
||||
70,7339.34,0.23042,0.24063,0.17737,0.87156,0.99043,0.99001,0.99402,0.99001,0.98956,0.98919,0.99359,0.9897,0.12757,0.195,0.11428,0.78472,0.005446,0.005446,0.005446
|
||||
71,7440.52,0.22789,0.24112,0.17268,0.87278,0.99126,0.98668,0.99386,0.98904,0.99039,0.98606,0.99343,0.98935,0.12873,0.19415,0.1132,0.78489,0.00538,0.00538,0.00538
|
||||
72,7541.18,0.23064,0.24128,0.17866,0.8756,0.99126,0.98623,0.99373,0.99002,0.99039,0.98587,0.99324,0.98932,0.12882,0.18836,0.11673,0.78488,0.005314,0.005314,0.005314
|
||||
73,7642.52,0.22769,0.24242,0.17408,0.87305,0.99304,0.98522,0.99384,0.98968,0.99129,0.98348,0.99337,0.98942,0.12898,0.18826,0.11708,0.78523,0.005248,0.005248,0.005248
|
||||
74,7744.03,0.22611,0.24119,0.17246,0.86984,0.99041,0.98782,0.99373,0.9901,0.98752,0.98609,0.99321,0.98912,0.1296,0.18957,0.12095,0.78648,0.005182,0.005182,0.005182
|
||||
75,7847.33,0.22393,0.23545,0.17213,0.87062,0.99353,0.98522,0.99384,0.99031,0.98444,0.99,0.9934,0.98962,0.12963,0.18741,0.12031,0.78659,0.005116,0.005116,0.005116
|
||||
76,7948.12,0.22531,0.23716,0.17236,0.87239,0.99137,0.98522,0.99372,0.99016,0.98951,0.98387,0.99303,0.98935,0.12738,0.18816,0.11963,0.78498,0.00505,0.00505,0.00505
|
||||
77,8048.73,0.22722,0.24195,0.17362,0.87179,0.98965,0.98522,0.99368,0.98937,0.9879,0.98348,0.99303,0.98896,0.12702,0.18462,0.11948,0.7845,0.004984,0.004984,0.004984
|
||||
78,8149.22,0.22423,0.23931,0.16946,0.87213,0.98988,0.98522,0.99386,0.98951,0.98813,0.98348,0.99328,0.98925,0.12623,0.18385,0.11818,0.78371,0.004918,0.004918,0.004918
|
||||
79,8248.95,0.22342,0.2358,0.17204,0.87211,0.99022,0.98522,0.99378,0.98962,0.98847,0.98348,0.99322,0.98908,0.12468,0.18246,0.1195,0.78236,0.004852,0.004852,0.004852
|
||||
80,8349.88,0.22232,0.22808,0.16801,0.87284,0.98959,0.9887,0.99368,0.99002,0.98785,0.98696,0.99308,0.98892,0.1247,0.18315,0.11735,0.78294,0.004786,0.004786,0.004786
|
||||
81,8449.66,0.22067,0.23243,0.16748,0.87033,0.99126,0.98631,0.99359,0.9903,0.99039,0.98544,0.99324,0.9894,0.12434,0.17951,0.11361,0.78327,0.00472,0.00472,0.00472
|
||||
82,8551.93,0.22243,0.22983,0.16944,0.87181,0.98729,0.9913,0.99381,0.99031,0.98642,0.99043,0.99352,0.98972,0.12484,0.17985,0.11328,0.78381,0.004654,0.004654,0.004654
|
||||
83,8648.59,0.22028,0.23233,0.16666,0.8705,0.98923,0.99043,0.99379,0.99063,0.98738,0.98957,0.99348,0.98982,0.12503,0.17971,0.11253,0.7841,0.004588,0.004588,0.004588
|
||||
84,8748.67,0.21639,0.22697,0.16399,0.87016,0.98957,0.98962,0.99378,0.99036,0.9887,0.98878,0.9934,0.98954,0.12442,0.18161,0.11082,0.78324,0.004522,0.004522,0.004522
|
||||
85,8850.99,0.21939,0.22881,0.16786,0.87219,0.99043,0.99043,0.99379,0.99043,0.98956,0.98957,0.99338,0.98981,0.12324,0.18243,0.11056,0.7824,0.004456,0.004456,0.004456
|
||||
86,8950.73,0.21613,0.22691,0.16661,0.8692,0.98833,0.9913,0.99371,0.99018,0.98746,0.99043,0.99327,0.98942,0.12193,0.18335,0.11169,0.78142,0.00439,0.00439,0.00439
|
||||
87,9051.13,0.21453,0.2228,0.16246,0.86885,0.98872,0.99096,0.99371,0.99013,0.98785,0.99009,0.99323,0.9893,0.12044,0.18404,0.11258,0.78011,0.004324,0.004324,0.004324
|
||||
88,9152.48,0.21682,0.22344,0.16186,0.87082,0.98926,0.98957,0.99365,0.99007,0.98752,0.98783,0.99305,0.9892,0.11985,0.18472,0.11146,0.77982,0.004258,0.004258,0.004258
|
||||
89,9255.58,0.21336,0.22346,0.16062,0.86966,0.98867,0.98957,0.99345,0.98968,0.98693,0.98783,0.99281,0.98888,0.12109,0.1848,0.11003,0.78052,0.004192,0.004192,0.004192
|
||||
90,9357.27,0.21107,0.22494,0.1601,0.86871,0.98813,0.98957,0.99364,0.99027,0.98639,0.98783,0.99296,0.98896,0.12081,0.18615,0.10934,0.77999,0.004126,0.004126,0.004126
|
||||
91,9459.27,0.21223,0.22007,0.16388,0.86684,0.98856,0.99043,0.99386,0.99049,0.98682,0.9887,0.9933,0.98997,0.1189,0.18616,0.10993,0.77835,0.00406,0.00406,0.00406
|
||||
92,9561.02,0.21092,0.2237,0.16179,0.8681,0.9897,0.9887,0.99389,0.9904,0.98712,0.9887,0.9934,0.98989,0.11821,0.18479,0.10797,0.77804,0.003994,0.003994,0.003994
|
||||
93,9660.85,0.21216,0.22736,0.16144,0.8675,0.99013,0.99043,0.99394,0.99103,0.98835,0.9887,0.99337,0.99023,0.11807,0.18461,0.10653,0.77787,0.003928,0.003928,0.003928
|
||||
94,9759.24,0.20852,0.21977,0.15714,0.86504,0.99099,0.99043,0.99397,0.99106,0.99012,0.98957,0.9935,0.99032,0.11778,0.18495,0.10632,0.7777,0.003862,0.003862,0.003862
|
||||
95,9857.62,0.20808,0.22114,0.15844,0.8692,0.99099,0.99043,0.9939,0.99046,0.98902,0.9887,0.99332,0.99022,0.11763,0.18441,0.10582,0.77763,0.003796,0.003796,0.003796
|
||||
96,9957.91,0.20941,0.22203,0.15866,0.86763,0.99129,0.98975,0.9939,0.99146,0.99042,0.98888,0.99342,0.99029,0.11712,0.18465,0.10474,0.77737,0.00373,0.00373,0.00373
|
||||
97,10056.3,0.20591,0.21762,0.15666,0.86606,0.99214,0.98843,0.99391,0.99114,0.99127,0.98756,0.99351,0.99036,0.11673,0.18515,0.1042,0.77721,0.003664,0.003664,0.003664
|
||||
98,10155.7,0.20691,0.21885,0.15554,0.86666,0.99128,0.98834,0.99386,0.99055,0.99041,0.98747,0.99348,0.99029,0.1163,0.1856,0.10369,0.77695,0.003598,0.003598,0.003598
|
||||
99,10256.9,0.20577,0.22249,0.15425,0.86595,0.99127,0.98765,0.99364,0.99068,0.9904,0.98678,0.99324,0.98948,0.11618,0.18499,0.10421,0.77715,0.003532,0.003532,0.003532
|
||||
100,10355.6,0.20311,0.22198,0.15325,0.86532,0.98871,0.98991,0.99384,0.99049,0.98784,0.98904,0.99351,0.9897,0.11577,0.18463,0.10425,0.77677,0.003466,0.003466,0.003466
|
||||
101,10454.2,0.20147,0.21825,0.15342,0.86525,0.99128,0.98889,0.99385,0.99052,0.99041,0.98802,0.99349,0.98977,0.11572,0.18382,0.10408,0.77696,0.0034,0.0034,0.0034
|
||||
102,10553.8,0.20307,0.21295,0.15367,0.86584,0.99128,0.98868,0.99387,0.99046,0.99041,0.98782,0.99352,0.99026,0.11598,0.18367,0.10393,0.77721,0.003334,0.003334,0.003334
|
||||
103,10654.4,0.19875,0.21258,0.15119,0.86495,0.99128,0.98906,0.99389,0.99087,0.99041,0.98819,0.99356,0.98972,0.11595,0.18309,0.1052,0.77713,0.003268,0.003268,0.003268
|
||||
104,10754.4,0.20044,0.21075,0.15066,0.86607,0.99088,0.9887,0.99385,0.99076,0.98869,0.98806,0.99337,0.98953,0.11607,0.18257,0.10604,0.77726,0.003202,0.003202,0.003202
|
||||
105,10853.6,0.19926,0.21057,0.15057,0.86453,0.99006,0.9887,0.99386,0.99079,0.98918,0.98783,0.99335,0.98946,0.1159,0.18214,0.1055,0.77734,0.003136,0.003136,0.003136
|
||||
106,10953.1,0.19816,0.20993,0.14868,0.86661,0.99073,0.9887,0.99382,0.99091,0.98943,0.98783,0.99335,0.98965,0.11551,0.18218,0.10496,0.7771,0.00307,0.00307,0.00307
|
||||
107,11054,0.19633,0.20936,0.14867,0.86245,0.99096,0.9887,0.99382,0.99105,0.99009,0.98783,0.99349,0.98964,0.11532,0.18185,0.10473,0.77706,0.003004,0.003004,0.003004
|
||||
108,11155.2,0.19543,0.2036,0.14753,0.86271,0.99089,0.9887,0.9938,0.99108,0.99002,0.98783,0.99349,0.98983,0.11502,0.18157,0.10491,0.77704,0.002938,0.002938,0.002938
|
||||
109,11254.4,0.19574,0.20854,0.14731,0.86331,0.99117,0.9887,0.9938,0.99111,0.9903,0.98783,0.99349,0.99033,0.11477,0.18158,0.10344,0.77694,0.002872,0.002872,0.002872
|
||||
110,11353.2,0.19467,0.20632,0.14752,0.86375,0.99123,0.9887,0.99371,0.99117,0.99035,0.98783,0.99344,0.9904,0.11454,0.18164,0.10356,0.77685,0.002806,0.002806,0.002806
|
||||
111,11451.9,0.19519,0.20673,0.14668,0.86527,0.99126,0.9887,0.99373,0.99114,0.99039,0.98783,0.99342,0.99039,0.11439,0.1819,0.10273,0.77671,0.00274,0.00274,0.00274
|
||||
112,11551.9,0.19518,0.20664,0.14639,0.86516,0.99138,0.9887,0.99369,0.99116,0.99051,0.98783,0.9934,0.99026,0.11426,0.18205,0.10282,0.77664,0.002674,0.002674,0.002674
|
||||
113,11650.2,0.19237,0.20567,0.14408,0.86097,0.9919,0.9887,0.99375,0.99126,0.99102,0.98783,0.99348,0.99029,0.11428,0.1821,0.1023,0.77659,0.002608,0.002608,0.002608
|
||||
114,11751.6,0.19364,0.20859,0.14529,0.86164,0.99063,0.9887,0.99379,0.99078,0.98976,0.98783,0.99351,0.99022,0.11414,0.18241,0.10206,0.77656,0.002542,0.002542,0.002542
|
||||
115,11851.6,0.19133,0.20368,0.14179,0.86322,0.99041,0.9887,0.9938,0.99073,0.98954,0.98783,0.99353,0.98979,0.11408,0.18219,0.10188,0.77652,0.002476,0.002476,0.002476
|
||||
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106
rpi/training/result/unified-nano/args.yaml
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|
||||
task: detect
|
||||
mode: train
|
||||
model: models/yolo11n.pt
|
||||
data: ./datasets/unified/data.yaml
|
||||
epochs: 200
|
||||
time: null
|
||||
patience: 30
|
||||
batch: 12
|
||||
imgsz: 640
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||||
save: true
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||||
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||||
device: '0'
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||||
workers: 8
|
||||
project: result
|
||||
name: unified-training
|
||||
exist_ok: true
|
||||
pretrained: true
|
||||
optimizer: auto
|
||||
verbose: true
|
||||
seed: 0
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||||
deterministic: true
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||||
cos_lr: false
|
||||
close_mosaic: 10
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||||
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||||
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||||
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||||
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||||
overlap_mask: true
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||||
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||||
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||||
val: true
|
||||
split: val
|
||||
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||||
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||||
iou: 0.7
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||||
max_det: 300
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
lrf: 0.01
|
||||
momentum: 0.937
|
||||
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|
||||
warmup_epochs: 3.0
|
||||
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|
||||
warmup_bias_lr: 0.1
|
||||
box: 7.5
|
||||
cls: 0.5
|
||||
dfl: 1.5
|
||||
pose: 12.0
|
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|
||||
nbs: 64
|
||||
hsv_h: 0.015
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||||
hsv_v: 0.4
|
||||
degrees: 0.0
|
||||
translate: 0.1
|
||||
scale: 0.5
|
||||
shear: 0.0
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
mixup: 0.0
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
erasing: 0.4
|
||||
cfg: null
|
||||
tracker: botsort.yaml
|
||||
save_dir: C:\Users\Laurent\Desktop\board-mate\rpi\training\result\unified-training
|
||||
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|
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201
rpi/training/result/unified-nano/results.csv
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|
||||
epoch,time,train/box_loss,train/cls_loss,train/dfl_loss,metrics/precision(B),metrics/recall(B),metrics/mAP50(B),metrics/mAP50-95(B),val/box_loss,val/cls_loss,val/dfl_loss,lr/pg0,lr/pg1,lr/pg2
|
||||
1,387.074,1.54135,2.249,1.22945,0.56834,0.67345,0.59013,0.36616,1.33114,1.37185,1.26692,0.00333233,0.00333233,0.00333233
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||||
2,784.042,1.39816,1.48273,1.16556,0.69801,0.7264,0.73772,0.47791,1.27288,1.11363,1.22931,0.00663267,0.00663267,0.00663267
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3,1165.34,1.37564,1.35535,1.1369,0.74141,0.73593,0.7686,0.5011,1.26132,1.04966,1.20057,0.00990001,0.00990001,0.00990001
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||||
4,1547.23,1.34984,1.26506,1.11352,0.79277,0.77083,0.81105,0.54335,1.22806,0.90764,1.15669,0.0098515,0.0098515,0.0098515
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5,1933.74,1.30709,1.16458,1.08535,0.83504,0.78384,0.84333,0.57119,1.20297,0.81422,1.13262,0.009802,0.009802,0.009802
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|
||||
51,20024.6,1.09908,0.81642,0.98522,0.93252,0.85413,0.90549,0.66988,1.01088,0.55252,1.01964,0.007525,0.007525,0.007525
|
||||
52,20413.3,1.09525,0.81007,0.98347,0.93383,0.85417,0.90575,0.67019,1.00985,0.5513,1.01883,0.0074755,0.0074755,0.0074755
|
||||
53,20891.1,1.09673,0.80907,0.98288,0.93345,0.85467,0.90579,0.67057,1.0089,0.55045,1.01806,0.007426,0.007426,0.007426
|
||||
54,21376.7,1.09572,0.80743,0.9829,0.93392,0.85486,0.90591,0.671,1.00825,0.54973,1.0174,0.0073765,0.0073765,0.0073765
|
||||
55,21769.9,1.09209,0.80945,0.98239,0.93451,0.85532,0.906,0.67148,1.00755,0.54884,1.01663,0.007327,0.007327,0.007327
|
||||
56,22159.7,1.09288,0.80433,0.98168,0.93495,0.8558,0.90618,0.67198,1.00648,0.54699,1.01585,0.0072775,0.0072775,0.0072775
|
||||
57,22556,1.09303,0.80478,0.98257,0.93485,0.85637,0.90623,0.67231,1.00585,0.54553,1.01528,0.007228,0.007228,0.007228
|
||||
58,22943.6,1.09143,0.80066,0.98133,0.93582,0.85645,0.90633,0.67271,1.00496,0.54469,1.01477,0.0071785,0.0071785,0.0071785
|
||||
59,23329.9,1.09125,0.80418,0.98185,0.93659,0.85655,0.90654,0.67294,1.00413,0.54303,1.01407,0.007129,0.007129,0.007129
|
||||
60,23719.3,1.08502,0.79668,0.97872,0.93713,0.85638,0.90674,0.67338,1.00347,0.5421,1.01351,0.0070795,0.0070795,0.0070795
|
||||
61,24122.6,1.08508,0.79801,0.97758,0.93795,0.85629,0.90687,0.67378,1.00281,0.54097,1.01284,0.00703,0.00703,0.00703
|
||||
62,24523.5,1.08701,0.79921,0.97986,0.93791,0.85639,0.90698,0.67408,1.00206,0.54003,1.0122,0.0069805,0.0069805,0.0069805
|
||||
63,24919.2,1.08329,0.79662,0.97884,0.93876,0.85636,0.90704,0.67445,1.00115,0.53914,1.01165,0.006931,0.006931,0.006931
|
||||
64,25320.7,1.08157,0.79609,0.97877,0.93913,0.85664,0.9073,0.67481,1.00034,0.53834,1.01089,0.0068815,0.0068815,0.0068815
|
||||
65,25715.8,1.08358,0.79559,0.97847,0.93969,0.85685,0.90752,0.67526,0.99967,0.53721,1.01014,0.006832,0.006832,0.006832
|
||||
66,26151.5,1.08562,0.79828,0.97917,0.94055,0.85687,0.90764,0.67539,0.99894,0.53619,1.00964,0.0067825,0.0067825,0.0067825
|
||||
67,26530.7,1.08082,0.79387,0.97911,0.94115,0.8566,0.90777,0.67588,0.99831,0.53515,1.0092,0.006733,0.006733,0.006733
|
||||
68,26954.8,1.07998,0.79368,0.9787,0.94073,0.85735,0.90779,0.67618,0.99785,0.53446,1.00887,0.0066835,0.0066835,0.0066835
|
||||
69,27474,1.07717,0.78887,0.97679,0.94061,0.8583,0.90793,0.67661,0.99721,0.53361,1.00811,0.006634,0.006634,0.006634
|
||||
70,27843.9,1.07878,0.78739,0.97595,0.94142,0.8582,0.90799,0.67696,0.99638,0.53268,1.0075,0.0065845,0.0065845,0.0065845
|
||||
71,28208.7,1.08077,0.78718,0.97676,0.94091,0.85907,0.90808,0.67734,0.99552,0.53173,1.00691,0.006535,0.006535,0.006535
|
||||
72,28573.4,1.0796,0.78524,0.97743,0.9414,0.85971,0.90808,0.6776,0.99477,0.53098,1.00623,0.0064855,0.0064855,0.0064855
|
||||
73,28937.5,1.07668,0.78862,0.97504,0.94228,0.85976,0.90818,0.67798,0.99401,0.52984,1.00547,0.006436,0.006436,0.006436
|
||||
74,29294.9,1.07441,0.78503,0.97549,0.94273,0.86024,0.90831,0.67848,0.99319,0.52887,1.00482,0.0063865,0.0063865,0.0063865
|
||||
75,29656.4,1.07226,0.78286,0.97437,0.94292,0.86033,0.9084,0.67868,0.99265,0.52796,1.00417,0.006337,0.006337,0.006337
|
||||
76,30088.2,1.07542,0.78448,0.97552,0.94334,0.86042,0.9085,0.67913,0.99208,0.527,1.00367,0.0062875,0.0062875,0.0062875
|
||||
77,30504.6,1.07317,0.78009,0.97482,0.94321,0.86082,0.9086,0.67933,0.99155,0.52625,1.00324,0.006238,0.006238,0.006238
|
||||
78,30864.9,1.07024,0.78015,0.97357,0.94341,0.86119,0.90873,0.67984,0.99104,0.5257,1.00269,0.0061885,0.0061885,0.0061885
|
||||
79,31231.8,1.07257,0.77927,0.97414,0.94309,0.86146,0.90883,0.68026,0.99048,0.52506,1.00188,0.006139,0.006139,0.006139
|
||||
80,31595.9,1.07031,0.77456,0.97213,0.9434,0.86169,0.9089,0.6805,0.99009,0.52431,1.00134,0.0060895,0.0060895,0.0060895
|
||||
81,31960.3,1.06834,0.77738,0.97308,0.94321,0.86217,0.90899,0.68088,0.98943,0.52383,1.00083,0.00604,0.00604,0.00604
|
||||
82,32335.4,1.07021,0.77843,0.97348,0.94329,0.86268,0.90921,0.68117,0.98885,0.52311,1.00019,0.0059905,0.0059905,0.0059905
|
||||
83,32731.2,1.06682,0.77537,0.97269,0.94293,0.86304,0.90928,0.68147,0.9883,0.5225,0.99974,0.005941,0.005941,0.005941
|
||||
84,33117.1,1.06572,0.77023,0.97148,0.94272,0.86383,0.90934,0.68166,0.98781,0.52186,0.9991,0.0058915,0.0058915,0.0058915
|
||||
85,33498.3,1.06636,0.77628,0.97252,0.94263,0.86448,0.90955,0.68199,0.98746,0.52114,0.99875,0.005842,0.005842,0.005842
|
||||
86,33880.3,1.06399,0.76926,0.97116,0.94255,0.86434,0.90963,0.6822,0.98685,0.52028,0.9982,0.0057925,0.0057925,0.0057925
|
||||
87,34264.4,1.06566,0.77226,0.97192,0.94267,0.8648,0.90979,0.68247,0.98667,0.51953,0.99802,0.005743,0.005743,0.005743
|
||||
88,34648.2,1.06342,0.7702,0.96955,0.94222,0.86544,0.90979,0.68275,0.98641,0.51925,0.9976,0.0056935,0.0056935,0.0056935
|
||||
89,35030.9,1.06352,0.76647,0.971,0.9428,0.86513,0.90974,0.68293,0.98604,0.51854,0.9972,0.005644,0.005644,0.005644
|
||||
90,35412,1.06335,0.76641,0.97104,0.94242,0.86585,0.90975,0.68328,0.98562,0.51821,0.99682,0.0055945,0.0055945,0.0055945
|
||||
91,35793.8,1.06078,0.76719,0.97053,0.94205,0.8663,0.90985,0.68362,0.98475,0.51743,0.99608,0.005545,0.005545,0.005545
|
||||
92,36175.3,1.06008,0.76809,0.96953,0.94225,0.86649,0.90998,0.68389,0.98441,0.51652,0.99566,0.0054955,0.0054955,0.0054955
|
||||
93,36556.7,1.06228,0.76678,0.97099,0.94318,0.86605,0.9101,0.68408,0.98418,0.51615,0.99534,0.005446,0.005446,0.005446
|
||||
94,36941.6,1.0563,0.75804,0.96813,0.94374,0.86549,0.9102,0.68447,0.9834,0.51529,0.9949,0.0053965,0.0053965,0.0053965
|
||||
95,37323.8,1.05683,0.76068,0.96909,0.94376,0.86554,0.91031,0.6847,0.9829,0.5148,0.99438,0.005347,0.005347,0.005347
|
||||
96,37708.4,1.05559,0.75825,0.96841,0.9438,0.86586,0.91029,0.68484,0.98253,0.51415,0.99403,0.0052975,0.0052975,0.0052975
|
||||
97,38093.9,1.0567,0.76148,0.96849,0.94411,0.86609,0.9104,0.68506,0.98223,0.51394,0.99379,0.005248,0.005248,0.005248
|
||||
98,38480.1,1.05594,0.75677,0.96858,0.94438,0.86618,0.91048,0.68525,0.98192,0.51366,0.99341,0.0051985,0.0051985,0.0051985
|
||||
99,38863.5,1.05323,0.75696,0.96789,0.94451,0.86613,0.91056,0.6855,0.98144,0.51322,0.99288,0.005149,0.005149,0.005149
|
||||
100,39419.8,1.05298,0.75681,0.96702,0.94499,0.86593,0.91062,0.68567,0.98111,0.51323,0.99242,0.0050995,0.0050995,0.0050995
|
||||
101,39803.4,1.05262,0.75809,0.96782,0.94514,0.8658,0.9108,0.68577,0.98069,0.51288,0.99207,0.00505,0.00505,0.00505
|
||||
102,40186.8,1.05373,0.7568,0.96737,0.94441,0.86664,0.91082,0.68602,0.98024,0.51211,0.99166,0.0050005,0.0050005,0.0050005
|
||||
103,40573.2,1.05226,0.75694,0.9674,0.94422,0.86714,0.91089,0.68621,0.97982,0.51155,0.99124,0.004951,0.004951,0.004951
|
||||
104,40993.3,1.0533,0.75373,0.96739,0.94435,0.86718,0.911,0.68647,0.97952,0.51093,0.99093,0.0049015,0.0049015,0.0049015
|
||||
105,41570.4,1.04765,0.7531,0.96593,0.9458,0.86623,0.91096,0.68664,0.97898,0.5105,0.99062,0.004852,0.004852,0.004852
|
||||
106,42092.9,1.0505,0.75415,0.96654,0.9456,0.86673,0.9111,0.68687,0.97853,0.51009,0.99033,0.0048025,0.0048025,0.0048025
|
||||
107,42482,1.04624,0.7511,0.96535,0.94511,0.86702,0.9111,0.68694,0.97837,0.50984,0.98997,0.004753,0.004753,0.004753
|
||||
108,42871.3,1.04777,0.75029,0.96513,0.94542,0.8668,0.91109,0.68711,0.97816,0.50961,0.98965,0.0047035,0.0047035,0.0047035
|
||||
109,43264.7,1.04749,0.7482,0.96464,0.94601,0.86616,0.91108,0.68738,0.97797,0.50946,0.98922,0.004654,0.004654,0.004654
|
||||
110,43641.7,1.04497,0.74572,0.96514,0.94553,0.86644,0.91116,0.68756,0.97736,0.50915,0.98876,0.0046045,0.0046045,0.0046045
|
||||
111,44023.5,1.04476,0.74684,0.96389,0.94559,0.86664,0.91127,0.6877,0.9769,0.50889,0.98841,0.004555,0.004555,0.004555
|
||||
112,44410.8,1.04327,0.74367,0.9634,0.94582,0.86679,0.91128,0.68774,0.97653,0.5085,0.98797,0.0045055,0.0045055,0.0045055
|
||||
113,44796.8,1.04223,0.74269,0.9638,0.94565,0.86721,0.91136,0.68793,0.97644,0.50813,0.98765,0.004456,0.004456,0.004456
|
||||
114,45182.7,1.03992,0.74263,0.96327,0.94551,0.86738,0.9115,0.68827,0.97612,0.50767,0.98733,0.0044065,0.0044065,0.0044065
|
||||
115,45572.1,1.04063,0.73976,0.9636,0.94584,0.86761,0.91159,0.68842,0.97542,0.5073,0.98702,0.004357,0.004357,0.004357
|
||||
116,45961.3,1.04146,0.74198,0.96347,0.94648,0.86786,0.91173,0.68857,0.97506,0.50679,0.98677,0.0043075,0.0043075,0.0043075
|
||||
117,46367.8,1.03854,0.7381,0.96205,0.94662,0.86767,0.91179,0.68875,0.97476,0.50645,0.98652,0.004258,0.004258,0.004258
|
||||
118,46755.2,1.04016,0.73999,0.96308,0.94677,0.86765,0.9118,0.68879,0.97438,0.50631,0.98627,0.0042085,0.0042085,0.0042085
|
||||
119,47144.5,1.03722,0.7363,0.96312,0.94639,0.86757,0.91165,0.68889,0.97408,0.50604,0.98607,0.004159,0.004159,0.004159
|
||||
120,47532.7,1.03819,0.73661,0.9629,0.94581,0.86792,0.91172,0.68909,0.97389,0.50577,0.986,0.0041095,0.0041095,0.0041095
|
||||
121,47919.7,1.03418,0.73689,0.96115,0.94734,0.8671,0.91187,0.68934,0.97353,0.50564,0.9857,0.00406,0.00406,0.00406
|
||||
122,48304.1,1.03435,0.7325,0.96066,0.94655,0.86779,0.91201,0.68955,0.97332,0.50536,0.9854,0.0040105,0.0040105,0.0040105
|
||||
123,48672.2,1.0339,0.73304,0.96,0.94747,0.86731,0.91212,0.68974,0.97296,0.50501,0.98512,0.003961,0.003961,0.003961
|
||||
124,49040.4,1.03223,0.72921,0.95974,0.9468,0.86772,0.91217,0.69004,0.97274,0.50459,0.98486,0.0039115,0.0039115,0.0039115
|
||||
125,49408.2,1.0341,0.73242,0.96,0.9467,0.86837,0.9122,0.69015,0.97266,0.50416,0.9847,0.003862,0.003862,0.003862
|
||||
126,49784.7,1.03182,0.73039,0.95989,0.94707,0.86807,0.91226,0.69035,0.97233,0.50381,0.98441,0.0038125,0.0038125,0.0038125
|
||||
127,50234.1,1.03057,0.72791,0.95967,0.94691,0.86849,0.91234,0.69054,0.9719,0.50329,0.98418,0.003763,0.003763,0.003763
|
||||
128,50649.4,1.02891,0.72826,0.95874,0.94592,0.86925,0.91235,0.69088,0.97141,0.50282,0.98396,0.0037135,0.0037135,0.0037135
|
||||
129,51027.9,1.03088,0.72985,0.95897,0.94654,0.86912,0.91243,0.69099,0.97113,0.5026,0.98374,0.003664,0.003664,0.003664
|
||||
130,51397.8,1.02951,0.72674,0.95881,0.94675,0.86896,0.91243,0.69106,0.9709,0.50257,0.98345,0.0036145,0.0036145,0.0036145
|
||||
131,51769.2,1.0275,0.72663,0.95826,0.94683,0.8689,0.91238,0.69127,0.9702,0.50223,0.98286,0.003565,0.003565,0.003565
|
||||
132,52159.1,1.02612,0.72065,0.9574,0.94698,0.86869,0.91245,0.69148,0.96971,0.50191,0.98259,0.0035155,0.0035155,0.0035155
|
||||
133,52566.8,1.02638,0.72293,0.958,0.94738,0.86866,0.91246,0.69164,0.9694,0.50132,0.98231,0.003466,0.003466,0.003466
|
||||
134,52940,1.02518,0.72275,0.95777,0.94724,0.86887,0.91255,0.69174,0.96918,0.5011,0.9821,0.0034165,0.0034165,0.0034165
|
||||
135,53309,1.02277,0.71909,0.95747,0.9477,0.86876,0.91259,0.69183,0.96874,0.50094,0.98173,0.003367,0.003367,0.003367
|
||||
136,53677.7,1.0265,0.726,0.95847,0.94733,0.86951,0.91258,0.69191,0.96849,0.50084,0.9816,0.0033175,0.0033175,0.0033175
|
||||
137,54048.3,1.01992,0.71742,0.95651,0.94658,0.87051,0.91263,0.69207,0.9682,0.50056,0.98136,0.003268,0.003268,0.003268
|
||||
138,54417.7,1.01813,0.71421,0.9561,0.94651,0.87054,0.91252,0.69234,0.96757,0.50004,0.98097,0.0032185,0.0032185,0.0032185
|
||||
139,54789.1,1.01993,0.71707,0.9554,0.94577,0.87117,0.91258,0.69249,0.96709,0.49981,0.98057,0.003169,0.003169,0.003169
|
||||
140,55157.4,1.01611,0.71153,0.95583,0.94538,0.87172,0.91253,0.69264,0.96689,0.49925,0.98048,0.0031195,0.0031195,0.0031195
|
||||
141,55527.2,1.01735,0.71457,0.95532,0.94599,0.87157,0.91266,0.69278,0.9665,0.499,0.98025,0.00307,0.00307,0.00307
|
||||
142,55900.5,1.01572,0.71535,0.95457,0.94618,0.87157,0.9127,0.69271,0.96639,0.49914,0.98015,0.0030205,0.0030205,0.0030205
|
||||
143,56271.1,1.01253,0.71174,0.95415,0.94691,0.87101,0.91276,0.69297,0.96605,0.49918,0.9799,0.002971,0.002971,0.002971
|
||||
144,56673.8,1.01214,0.70952,0.95423,0.94712,0.871,0.91287,0.69322,0.96569,0.49904,0.97963,0.0029215,0.0029215,0.0029215
|
||||
145,57036.1,1.01236,0.70785,0.95411,0.94682,0.87088,0.91297,0.69342,0.96511,0.49852,0.97947,0.002872,0.002872,0.002872
|
||||
146,57393.7,1.0129,0.70737,0.95355,0.94652,0.87079,0.91305,0.6935,0.9646,0.49829,0.97914,0.0028225,0.0028225,0.0028225
|
||||
147,57752.4,1.01156,0.70568,0.95257,0.94687,0.87082,0.9132,0.69355,0.96434,0.49794,0.97893,0.002773,0.002773,0.002773
|
||||
148,58116.3,1.01122,0.70574,0.95359,0.94601,0.8714,0.91316,0.69351,0.96416,0.49761,0.97861,0.0027235,0.0027235,0.0027235
|
||||
149,58477.4,1.00715,0.70317,0.9519,0.94599,0.87152,0.91314,0.69386,0.96371,0.49725,0.97837,0.002674,0.002674,0.002674
|
||||
150,58851.4,1.00911,0.70364,0.95277,0.94624,0.87107,0.91326,0.69405,0.96342,0.49696,0.97833,0.0026245,0.0026245,0.0026245
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151,59233.5,1.00966,0.7035,0.95239,0.94734,0.87024,0.91323,0.69426,0.9632,0.49677,0.97811,0.002575,0.002575,0.002575
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152,59617.7,1.00583,0.7016,0.95094,0.94707,0.8706,0.91333,0.6944,0.96302,0.49613,0.978,0.0025255,0.0025255,0.0025255
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153,60001.7,1.0066,0.70014,0.95076,0.94793,0.87018,0.91344,0.69468,0.96262,0.49585,0.97785,0.002476,0.002476,0.002476
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154,60383.8,1.00302,0.69818,0.95088,0.94894,0.86952,0.91347,0.69495,0.96221,0.49542,0.97775,0.0024265,0.0024265,0.0024265
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155,60768.1,1.00319,0.69821,0.95181,0.94955,0.86941,0.91353,0.69524,0.96166,0.49512,0.97757,0.002377,0.002377,0.002377
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156,61151.6,1.00393,0.69416,0.95128,0.94965,0.86944,0.91362,0.69542,0.96132,0.49494,0.97744,0.0023275,0.0023275,0.0023275
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157,61534.3,1.00205,0.69411,0.95015,0.94931,0.86957,0.91369,0.6956,0.96113,0.49461,0.97723,0.002278,0.002278,0.002278
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158,61917.3,1.00122,0.69456,0.94907,0.94935,0.86974,0.91391,0.69583,0.96098,0.49417,0.97696,0.0022285,0.0022285,0.0022285
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159,62300,0.99761,0.68917,0.94806,0.94863,0.87064,0.91388,0.69614,0.96087,0.49421,0.97677,0.002179,0.002179,0.002179
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160,62682.6,0.9975,0.69104,0.94908,0.9486,0.87101,0.91401,0.69647,0.9605,0.49382,0.97646,0.0021295,0.0021295,0.0021295
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161,63066.3,0.99514,0.68634,0.94828,0.94991,0.87017,0.91421,0.69675,0.96021,0.49363,0.97609,0.00208,0.00208,0.00208
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162,63449,0.99532,0.68594,0.94801,0.95085,0.86976,0.91428,0.69705,0.95992,0.49321,0.97593,0.0020305,0.0020305,0.0020305
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163,63832.1,0.9932,0.68492,0.94767,0.95003,0.87022,0.91427,0.69725,0.95974,0.4933,0.97587,0.001981,0.001981,0.001981
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164,64215.9,0.99204,0.68295,0.94682,0.95026,0.87019,0.91432,0.69749,0.95946,0.493,0.97565,0.0019315,0.0019315,0.0019315
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165,64599.3,0.99298,0.68411,0.94683,0.95042,0.87036,0.91441,0.69751,0.95941,0.49299,0.97566,0.001882,0.001882,0.001882
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166,64983,0.99121,0.68264,0.94703,0.95021,0.87066,0.91449,0.69766,0.95931,0.49266,0.9756,0.0018325,0.0018325,0.0018325
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167,65366.6,0.98831,0.67835,0.94581,0.95039,0.87043,0.91439,0.69787,0.95912,0.49235,0.97551,0.001783,0.001783,0.001783
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168,65749.9,0.98778,0.6779,0.94405,0.95019,0.87102,0.91456,0.69826,0.95861,0.49215,0.9752,0.0017335,0.0017335,0.0017335
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169,66133.7,0.98531,0.67835,0.94452,0.94997,0.87149,0.91468,0.69853,0.95818,0.49189,0.97504,0.001684,0.001684,0.001684
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170,66516.4,0.98374,0.67366,0.9438,0.94993,0.87118,0.91461,0.69862,0.95775,0.49172,0.97486,0.0016345,0.0016345,0.0016345
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171,66899.7,0.98467,0.67251,0.94443,0.95069,0.87118,0.91469,0.69884,0.95726,0.4913,0.97452,0.001585,0.001585,0.001585
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172,67283.3,0.98189,0.67053,0.94353,0.95017,0.8716,0.91477,0.699,0.9568,0.49099,0.97421,0.0015355,0.0015355,0.0015355
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173,67665.9,0.98138,0.67013,0.94359,0.95033,0.87144,0.91482,0.69907,0.95633,0.49076,0.97395,0.001486,0.001486,0.001486
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174,68048.4,0.97824,0.66907,0.94297,0.95179,0.87027,0.91497,0.69933,0.95608,0.49047,0.97373,0.0014365,0.0014365,0.0014365
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175,68430.2,0.9795,0.66876,0.94197,0.95165,0.87007,0.91501,0.69942,0.95582,0.49015,0.9735,0.001387,0.001387,0.001387
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176,68813.6,0.9791,0.66849,0.94268,0.95115,0.87066,0.91506,0.69957,0.95556,0.48963,0.97319,0.0013375,0.0013375,0.0013375
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177,69198.8,0.97586,0.66709,0.94169,0.95203,0.86986,0.91512,0.69982,0.95525,0.48935,0.97291,0.001288,0.001288,0.001288
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178,69581.9,0.97729,0.66396,0.94241,0.9529,0.86954,0.91514,0.69988,0.95481,0.48891,0.97263,0.0012385,0.0012385,0.0012385
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179,69965.8,0.97436,0.66223,0.94111,0.95211,0.87052,0.91517,0.70014,0.95441,0.48864,0.9724,0.001189,0.001189,0.001189
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180,70348.4,0.96962,0.65873,0.93972,0.9514,0.87101,0.91513,0.70028,0.95419,0.48846,0.97225,0.0011395,0.0011395,0.0011395
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181,70731.5,0.96976,0.6588,0.93919,0.9512,0.87119,0.91511,0.70045,0.95417,0.48838,0.97214,0.00109,0.00109,0.00109
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182,71111.7,0.97061,0.65657,0.93963,0.95023,0.8722,0.91511,0.70065,0.95408,0.48825,0.97199,0.0010405,0.0010405,0.0010405
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183,71494.7,0.96786,0.65543,0.93881,0.94983,0.8725,0.91519,0.70085,0.95378,0.48819,0.97176,0.000991,0.000991,0.000991
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184,71875.9,0.96796,0.65486,0.93848,0.94876,0.87336,0.9152,0.70106,0.95329,0.48771,0.9714,0.0009415,0.0009415,0.0009415
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185,72258.8,0.96234,0.6496,0.93799,0.94852,0.87366,0.91532,0.70131,0.95286,0.48769,0.97125,0.000892,0.000892,0.000892
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186,72641.7,0.96355,0.65094,0.93773,0.94882,0.8736,0.9154,0.70145,0.95239,0.48736,0.97107,0.0008425,0.0008425,0.0008425
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187,73026.1,0.96211,0.649,0.93795,0.94783,0.87434,0.91535,0.70163,0.9519,0.48708,0.97087,0.000793,0.000793,0.000793
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188,73410.8,0.95788,0.64545,0.93539,0.94728,0.87489,0.91556,0.70194,0.95165,0.48676,0.97062,0.0007435,0.0007435,0.0007435
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189,73793.8,0.95877,0.64364,0.93566,0.94848,0.87409,0.9156,0.70218,0.95121,0.48634,0.97037,0.000694,0.000694,0.000694
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190,74176.3,0.9566,0.64378,0.93535,0.94796,0.87436,0.91559,0.70226,0.95103,0.48615,0.97016,0.0006445,0.0006445,0.0006445
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191,74567.9,0.93471,0.57105,0.94238,0.94826,0.87429,0.9157,0.70241,0.95054,0.48575,0.97006,0.000595,0.000595,0.000595
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192,74931.5,0.92816,0.56319,0.94049,0.94775,0.87494,0.91563,0.70251,0.95002,0.48541,0.96982,0.0005455,0.0005455,0.0005455
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193,75296.4,0.92645,0.56294,0.9394,0.94844,0.87434,0.91559,0.70271,0.9495,0.48516,0.96951,0.000496,0.000496,0.000496
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194,75660,0.92161,0.55914,0.93869,0.94778,0.8751,0.91556,0.70278,0.94891,0.48478,0.96933,0.0004465,0.0004465,0.0004465
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195,76025.3,0.91896,0.55666,0.93753,0.94826,0.87491,0.91554,0.70294,0.94845,0.48437,0.96904,0.000397,0.000397,0.000397
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196,76390.9,0.91657,0.55375,0.93573,0.94803,0.87506,0.91552,0.70318,0.94795,0.48442,0.96898,0.0003475,0.0003475,0.0003475
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197,76755.6,0.91365,0.54916,0.935,0.94771,0.87532,0.91542,0.70333,0.94716,0.48416,0.96863,0.000298,0.000298,0.000298
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198,77120,0.91124,0.54938,0.93358,0.94776,0.87553,0.91532,0.70364,0.9465,0.48394,0.96837,0.0002485,0.0002485,0.0002485
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199,77484.6,0.9098,0.54725,0.93255,0.94777,0.87521,0.9152,0.7037,0.94576,0.48354,0.96799,0.000199,0.000199,0.000199
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200,77848.7,0.9061,0.5449,0.93212,0.94734,0.8757,0.91516,0.70377,0.94538,0.48369,0.96777,0.0001495,0.0001495,0.0001495
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|
BIN
rpi/training/result/unified-nano/results.png
Normal file
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